The EM algorithm for the extended finite mixture of the factor analyzers model

DOI10.1016/j.csda.2008.01.023zbMath1452.62428OpenAlexW1989756829MaRDI QIDQ1023742

Xinsheng Liu, Xing-Cai Zhou

Publication date: 16 June 2009

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.csda.2008.01.023

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Factor analysis and principal components; correspondence analysis (62H25) Generalized linear models (logistic models) (62J12)

Related Items

Maximum likelihood estimation of mixtures of factor analyzers ⋮ The REBMIX Algorithm for the Multivariate Finite Mixture Estimation ⋮ EM algorithms for beta kernel distributions

Uses Software

• Fahrmeir

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Modelling high-dimensional data by mixtures of factor analyzers
• On the convergence properties of the EM algorithm
• The relationship between Luce's choice axiom, Thurstone's theory of comparative judgment, and the double exponential distribution
• Multivariate statistical modelling based on generalized linear models. With contributions by Wolfgang Hennevogl
• Finite mixtures in confirmatory factor-analysis models
• Mixtures of factor analysers. Bayesian estimation and inference by stochastic simulation
• Mixtures of factor analyzers: an extension with covariates
• Applied Factor Analysis in the Natural Sciences
• Maximum Likelihood Estimation from Incomplete Data
• Finite Mixture Modeling with Mixture Outcomes Using the EM Algorithm